Feature selection to enhance android malware detection using modified term frequency-inverse document frequency (MTF-IDF)
This research synthesizes an evaluation of feature selection algorithm by utilizing Term Frequency-Inverse Document Frequency (TF-IDF) as the main algorithm in Android malware detection. The TF-IDF algorithm is used to filter Android features filtered before detection process. However, IDF is unawar...
| Main Author: | Mazlan, Nurul Hidayah |
|---|---|
| Format: | Thesis |
| Language: | English English English |
| Published: |
2019
|
| Subjects: | |
| Online Access: | http://eprints.uthm.edu.my/651/ |
| Abstract | Abstract here |
Similar Items
The hybrid feature selection technique using term frequency-inverse document frequency and support vector machine-recursive feature elimination for sentiment classification
by: Nur Syafiqah, Mohd Nafis
Published: (2022)
by: Nur Syafiqah, Mohd Nafis
Published: (2022)
Android malware detection with ensemble of androidmanifest features
by: Mohammad Salehi, .
Published: (2019)
by: Mohammad Salehi, .
Published: (2019)
Term frequency and inverse document frequency with position score and mean value for mining web content outliers
by: Wan Zulkifeli, Wan Rusila
Published: (2013)
by: Wan Zulkifeli, Wan Rusila
Published: (2013)
Document clustering based on inverse document frequency measure
by: Wan Faridah Hanum, Wan Yaacob
Published: (2005)
by: Wan Faridah Hanum, Wan Yaacob
Published: (2005)
Permission extraction framework for android malware detection
by: Ghasempour, Ali
Published: (2019)
by: Ghasempour, Ali
Published: (2019)
A behaviour-based analytical malware detection framework for android smartphones
by: Damshenas, Mohsen
Published: (2014)
by: Damshenas, Mohsen
Published: (2014)
Enhanced android malware detection framework using API application framework layer
by: Abdul Ghani, Saidah Mastura
Published: (2023)
by: Abdul Ghani, Saidah Mastura
Published: (2023)
Development of improving intensity duration frequency (IDF) curve considering the climate change impacts – case study at Hulu Terengganu
by: Wan Amirul Syahmi, Wan Mazlan
Published: (2023)
by: Wan Amirul Syahmi, Wan Mazlan
Published: (2023)
A malware analysis and detection system for mobile devices / Ali Feizollah
by: Ali, Feizollah
Published: (2017)
by: Ali, Feizollah
Published: (2017)
Android-based malware classification using apriori algorithm with particle swarm optimization
by: Adebayo, Olawale Surajudeen
Published: (2024)
by: Adebayo, Olawale Surajudeen
Published: (2024)
Android mobile malware detection model based on permission features using machine learning approach
by: Sharfah Ratibah, Tuan Mat
Published: (2022)
by: Sharfah Ratibah, Tuan Mat
Published: (2022)
A framework for malware identification based on behavior
by: Mohamad Fadli, Zolkipli
Published: (2012)
by: Mohamad Fadli, Zolkipli
Published: (2012)
Android malware analysis using application permissions
by: Hamadi, Zaid Khalid
Published: (2015)
by: Hamadi, Zaid Khalid
Published: (2015)
Feature fusion using a modified genetic algorithm for face and signature recognition system
by: Suryanti, Awang
Published: (2015)
by: Suryanti, Awang
Published: (2015)
Evaluation of Search Result of Document Search Based GA (DSEGA)
by: Kamal Norfarid, Kamaruddin
Published: (2004)
by: Kamal Norfarid, Kamaruddin
Published: (2004)
PDF digital watermarking grayscale photocopy detection of printed documents
by: Soong, Hoong Cheng
Published: (2010)
by: Soong, Hoong Cheng
Published: (2010)
Multi-document text summarization using text clustering for Arabic Language
by: Waheeb, Samer Abdulateef
Published: (2014)
by: Waheeb, Samer Abdulateef
Published: (2014)
Test suite reduction in android application using refactoring
by: Ahmed, Maryam Temitayo
Published: (2016)
by: Ahmed, Maryam Temitayo
Published: (2016)
Dispersive Dielectric Properties of Breast Tumor Composition Detection Utilizing a Frequency Dependent Inverse Scattering Technique
by: Ng, Shi Wei
Published: (2018)
by: Ng, Shi Wei
Published: (2018)
Investigating Droidkungfu Android Malware Behaviour Through Static Analysis
by: Najiahtul Syafiqah, Ismail
Published: (2013)
by: Najiahtul Syafiqah, Ismail
Published: (2013)
Android Based Dyslexia Early Screening Test
by: Abu Zarim, Nor Azimah
Published: (2016)
by: Abu Zarim, Nor Azimah
Published: (2016)
A dynamic malware detection in cloud platform
by: Lee, Nani Yer Fui
Published: (2019)
by: Lee, Nani Yer Fui
Published: (2019)
Convolutional Long Short-Term Memory for fileless malware detection
by: Kareegalan, Kunaprasan
Published: (2024)
by: Kareegalan, Kunaprasan
Published: (2024)
Enhancement Of Static Code Analysis Malware Detection Framework For Android Category-Based Application
by: Aminordin, Azmi
Published: (2021)
by: Aminordin, Azmi
Published: (2021)
Developing secure android application with encrypted database file using sqlcipher
by: Rachmawan, Ardiansa
Published: (2014)
by: Rachmawan, Ardiansa
Published: (2014)
A selective approach for energy-aware video content adaptation decision-taking engine in android based smartphone
by: Abd Rahim, Mohd Hilmi Izwan
Published: (2019)
by: Abd Rahim, Mohd Hilmi Izwan
Published: (2019)
Question classification based on Bloom's taxonomy cognitive domain modified TF-IDF and word2vec
by: Manal Mohammed Al- Tamimi (P82838)
Published: (2023)
by: Manal Mohammed Al- Tamimi (P82838)
Published: (2023)
Fuzzy analytical hierarchy process based risk assessment for malware detection in android mobile system
by: Juliza, Mohamad Arif
Published: (2022)
by: Juliza, Mohamad Arif
Published: (2022)
A Machine Learning Classification Approach To Detect Tls-Based Malware Using Entropy-Based Flow Set Features
by: Keshkeh, Kinan
Published: (2022)
by: Keshkeh, Kinan
Published: (2022)
Features extraction of heart sounds using time-frequency distribution and mel-frequency cepstrum coefficient
by: Mohamed, Masnani
Published: (2006)
by: Mohamed, Masnani
Published: (2006)
Classification of stress based on speech features
by: Jasim, Arshed Ahmed
Published: (2014)
by: Jasim, Arshed Ahmed
Published: (2014)
Android Mobile Malware Classification Based on System Call and Permission Using Tokenization
by: Intan Nurfarahin Binti Ahmad
Published: (2024)
by: Intan Nurfarahin Binti Ahmad
Published: (2024)
Missing tags detection algorithm for radio frequency identification (RFID) data stream
by: Zainudin, Nur 'Aifaa
Published: (2019)
by: Zainudin, Nur 'Aifaa
Published: (2019)
Shape feature representation in similarity measurement for content-based image retrieval
by: Chiew, Kang Leng
Published: (2003)
by: Chiew, Kang Leng
Published: (2003)
A noun-based feature location approach supported by time aware term-weighting technique for facilitating software maintenance / Sima Zamani
by: Sima , Zamani
Published: (2016)
by: Sima , Zamani
Published: (2016)
Feature Selection And Enhanced Krill Herd Algorithm For Text Document Clustering
by: Abualigah, Laith Mohammad Qasim
Published: (2018)
by: Abualigah, Laith Mohammad Qasim
Published: (2018)
Web application scanning for malware attack detection with provide appropriate incident report by using hybrid method
by: Abdul Razak, Aina Nabila
Published: (2019)
by: Abdul Razak, Aina Nabila
Published: (2019)
Improved relative discriminative criterion using rare and informative terms and ringed seal search-support vector machine techniques for text classification
by: Sharif, Wareesa
Published: (2019)
by: Sharif, Wareesa
Published: (2019)
Optimized feature construction methods for data summarization methods for data summarization of relational data
by: Florence Sia, Fui Sze
Published: (2014)
by: Florence Sia, Fui Sze
Published: (2014)
A partition based feature selection approach for mixed data clustering / Ashish Dutt
by: Ashish , Dutt
Published: (2020)
by: Ashish , Dutt
Published: (2020)
Similar Items
-
The hybrid feature selection technique using term frequency-inverse document frequency and support vector machine-recursive feature elimination for sentiment classification
by: Nur Syafiqah, Mohd Nafis
Published: (2022) -
Android malware detection with ensemble of androidmanifest features
by: Mohammad Salehi, .
Published: (2019) -
Term frequency and inverse document frequency with position score and mean value for mining web content outliers
by: Wan Zulkifeli, Wan Rusila
Published: (2013) -
Document clustering based on inverse document frequency measure
by: Wan Faridah Hanum, Wan Yaacob
Published: (2005) -
Permission extraction framework for android malware detection
by: Ghasempour, Ali
Published: (2019)
